Gadoes builds a control room for dispumike's outside connections

Legal AI tools like dispumike rarely work alone - they reach out to outside systems for documents, search, and other services through a common plumbing layer that lets the assistant pull from those sources. When one of those sources gets slow or starts erroring, the usual way you find out is a frustrated user.

Gadoes closed that gap. There's now an admin dashboard that tracks every connected source separately: how often its calls succeed, how fast it responds, and how many errors it has thrown in the last 24 hours. The page refreshes itself every minute, and the logging is built to stay out of the way - if recording a stat fails, it never disrupts the actual work. The 24-hour error count is the one to watch: it's the early warning that a source is degrading.